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| == Generative AI ==
| | This page is deprecated. See [https://www.pallavsharda.com/wiki/index.php?title=GenAI_Companies this] instead. |
| (Ignoring drug discovery for now, since I'm not interested in that space)
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| '''Hard to categorize'''
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| *[https://genhealth.ai GenHealth AI]: Instead of text, their LLM is being trained on medical events data. Led by 1upHealth founder Ricky Sahu. $13M funding, Boston Based.
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| *[https://www.radmate.ai RadMate]: Rethinking radiologist's reporting workflow using LLMs. YC'24.
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| *[https://www.triomics.com/how-it-works Triomics]: Oncology-specific model (OncoLLM) to assist with trials, clinical operations. $15M Series A. YC'21, General Catalyst.
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| *[https://centaurlabs.com/ Centaur Labs]: Data annotation platform, specifically for healthcare. $15M, Boston.
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| *[https://www.slingshot.xyz SlingShot AI]: Not much details but the mission of 'task-specific generative models for psychology' is intriguing. NY based. $30M seed. A16Z.
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| '''Care pathway tuned Agents'''
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| (Agents with the ability to have conversations, actions that are adjacent to care delivery. No company is claiming anything that can be construed to replace a clinician, of course. But these offerings seem to be aware of care pathway context - which makes them different from the operational agents, IMO)
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| *[https://www.hippocraticai.com/ Hippocratic AI]: Founded 2022 by an experienced team (Munjal Shah, CEO). Pitching a 'safety focused' LLM pre-trained on evidence-based data in healthcare. Raised $65M since May 2023 from General Catalyst, A16Z.
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| *[https://www.google.com Thrive AI Health]: No website yet. Hyper-personalized AI health coach using Gen AI. $8M seed in July 2024 by OpenAI Startup Fund and Ariana Huffington's Thrive Global.
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| '''Operationally tuned Agents'''
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| (Agentic offerings that are ''mostly'' focused on logistical use cases like helping with scheduling, explaining bills, sending reminders etc.)
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| *[https://www.assorthealth.com/ Assort Health]: Gen AI agents for healthcare call centers, has EHR integrations. $3.5M raised. Tau Ventures.
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| *[https://www.lagunahealth.com/ Laguna Health]: Real-time conversational AI incorporating determinants of health. $20+M raised. Israel/US team.
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| *[https://www.eliseai.com/healthai Elise AI]: Started with conversational AI products for Housing industry in 2017. $140M+ raised. Series D. NYC based. Healthcare foray since 2023 for tasks like scheduling, non-clinical communication (mostly in outpatient setting).
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| '''Prior-Auth, Claims'''
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| *[https://daffodilhealth.co/about Daffodil Health]: LLM-powered claims repricing for payors. SF-based. $4.6M seed by Maverick.
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| *[https://www.anterior.com/ Anterior]: Used to be called Co:Helm. Streamlining prior auth using Gen AI. $3M seed from Sequoia, then $20M Series A with NEA.
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| *[https://www.basys.ai/ Basys.ai]: Prior Auth solution using Gen AI. $2.4M preseed from AMV, Mayo, Eli Lilly. ?Acquired?
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| *[https://www.humatahealth.com/ Humata]: Prior Auth. $25M from LRVHealth, Optum, Highmark.
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| *[https://www.machinify.com/ Machinify]: $12M Series A. GV, Battery Ventures. GenAI-driven healthcare ops in three areas: 1. Claim Audit, 2.Billing Review, 3. Prior Auth (this was sold to Evolent Health in June 2024!)
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| '''Scribe, Summary, Referral creation'''
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| *[https://www.ambiencehealthcare.com/product Ambience Healthcare]: AI-Scribe solutions. $106M raised. A16Z, OpenAIFund, Kleiner, Anne Wojcicki, Jeff Dean, Martin Ventures, Optum Vntures. SF based.
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| *[https://www.abridge.com Abridge]: GenAI for Clinical Documentation. Pittsburgh based. UPMC led Series A. $150M Series C with LightSpeed in Feb 2024. Total $207M funding.
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| *[https://piecestech.com/ Pieces]: Chart summarization, progress note drafting, billing aids). $61M. Series B. Texas-based.
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| *[https://www.navina.ai Navina]: Summaries for chart review, risk adjustment, diagnostic decision support. $44M. Series B.
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| *[https://healthsage.ai/ HealthSage]: Amsterdam-based. €3M Seed. Vision is to be a Gen AI 'platform'. Current application is LLM-based conversion of clinical note to FHIR.
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| *[https://tortus.ai/ Tortus]: $4.2M seed from Khosla ventures in Feb 2024
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| == Computer Vision ==
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| *[https://www.zebra-med.com Zebra Med]: AI applied to medical imaging. $20M raised. Israeli.
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| *[https://www.jvion.com Jvion]: Cognitive computing applied to clinical data to make various predictions. $9M raised.
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| *[http://www.aicure.com AI Cure]: Applying machine learning and computer vision to medication adherence. Smartphone camera can verify if the patient took medication. Raised $15M+.
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| *[http://www.gausssurgical.com/ Gauss Surgical]: $24M raised. Computer vision and AI for measuring blood loss during surgery. Since 2011.
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| *[https://baylabs.io BayLabs]: Applying deep learning to ultrasound imaging. $5.3M Series A.
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| *[http://aidence.com/ Aidence]: Medical image analysis. Amsterdam. $2.5M raised.
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| *[http://paige.ai Paige.AI]: Pathology AI Guidance Engine. Oncology focus. $25M Series A.
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| *[http://www.qure.ai Qure.ai]: Imaging AI
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| *[http://www.viz.ai Viz.AI]: AI-based identification of suspected large vessel occlusion (LVO) strokes. $80M+. KPCB, GV.
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| *[https://www.arterys.com/ Arterys]: AI for radiology workflow. $46M raised. Has FDA approvals.
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| *[http://www.brainomix.com/ Brainomix]: AI interpretation of brain CT scans of stroke patients. $13M raised. UK based.
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| *[http://www.md.ai MD.AI]: Annotation tool, algorithms and datasets.
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| *[http://www.path.ai Path.ai]: AI in Pathology. $75M+ raised. Boston. General Catalyst.
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| *[https://www.aidoc.com/ AIDoc]: $41.5M raised. Israel. FDA cleared. Analyzes CT exams for a suspected intracranial hemorrhage, then prioritizes workflow for radiologist
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| *[https://densitas.health/solutions Densitas]: FDA-cleared. $1.3M raised. Canadian. Assesses breast density (associated with increased risk of breast cancer) on digital mammograms.
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| == Billing ==
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| *[http://www.fathomhealth.co Fathom Health]: Applying AI and deep learning NLP to reimbursement. Formerly TinyRx (on-demand prescription delivery service, shut down in May 2016). Raised $7.7M. Google ventures included.
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| *[http://www.cloudmedxhealth.com/ CloudMedX]: $6.7M raised. Billing optimization.
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| *[https://www.alphahealth.com Alpha Health]: Ex-A16Z partner is founder. RCM focus. Stealth but most probably well funded. ?A16Z.
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| == Therapy Discovery ==
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| *[http://www.atomwise.com/ Atomwise]: Drug discovery using AI. Raised $6M+
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| *[http://www.recursionpharma.com/approach.html Recursion Pharmaceuticals]: Drug discovery using AI. $58M raised.
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| *[http://benevolent.ai/about-us/ Benevolent.ai]: AI for drug discovery and bioscience innovation in general. $140M raised. UK based.
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| *[http://www.gnshealthcare.com/our-approach/ GNS Healthcare]: Machine learning applied for precision medicine. Solutions around patient segmentation, drug discovery. $43M raised.
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| *[http://berghealth.com/platform/ Berg]: Unknown funding. Therapy discovery using omics data.
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| *[http://turbine.ai/ Turbine]: Cancer therapeutics using AI. Unknown funding. EU.
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| *[http://bioagelabs.com BioAge Labs] Drug discovery related to aging. $10.9M Series A led by A16Z.
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| *[http://qrativ.bio Qrativ]: AI platform to identify treatments for rare diseases. $8.5M. Mayo Clinic.
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| *[https://www.enginebio.com Engine Bio]: $10M Seed in Jan 2018.
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| *[http://www.insitro.com Insitro]: Founder is Stanford's Daphne Koller
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| *[https://www.vergegenomics.com Verge Genomics]: $32M. DFJ.
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| == Risk Stratification ==
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| *[http://www.kensci.com KenSci]: Risk stratification of patient populations using ML. UW Tacoma professor founder. $8.5M raised.
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| *[http://lumiata.com/product/ Lumiata]: Healthcare risk management using AI. $20M raised. Khosla Ventures.
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| *[https://www.closedloop.ai/home/#product ClosedLoop.ai]: Seed stage
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| == Chatbots ==
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| *[http://wwwyour.md Your MD]: AI-driven chatbot that does lead gen for care services. $7.3M funded. London based.
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| *[http://www.buoy.org Buoy]: $2M raised. Adam Grant (Author) is founder.
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| *[http://www.babylonhealth.com Babylon Health]: $25M raised. UK.
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| *[http://www.elth.ai Elth]: India-based
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| *[http://www.orderlyhealth.com/ Orderly Health]:
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| *[https://www.botmd.io/en/ Bot MD]: $700K seed. YCombinator. Steve Blank.
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| *[Http://www.ada.com Ada]: Germany based, funded. $69M+
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| == Genomics ==
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| *[https://www.deepgenomics.com/tech/ Deep Genomics]: Using ML to predict effects of genetic variation on a disease context. $3.7M raised. Canadian.
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| == Misc.==
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| *[https://cardiogr.am/ Cardiogram]: Ex-google founders, applying deep learning to mobile health data. Backed by Andreessen Horowitz.
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| *[http://www.theneura.com Neura]: Using AI to optimize mobile apps and IoT devices for Med adherence. Interesting SDK approach. Raised $13M. Israeli team, located in Sunnyvale.
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| *[http://www.enlitic.com Enlitic]: SF-based, $15M raised. Applying deep-learning to areas like triage, radiology, screening.
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| *[http://www.deep6.ai Deep6]: AI-based text analysis of EHRs to find clinical trial candidates. ? Funding.
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| *[http://www.digitalreasoning.com/proven-solutions-content/healthcare/clinical-documentation#content Digital Reasoning]: Cognitive computing applied to industries. Healthcare focus. $73.9M raised.
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| *[http://www.physiq.com PhysIQ]: ML applied to biosignals to create a personal baseline. Selling to post-acute providers, pharma (clinical trials), wearable/device manufacturers. $11.9M raised.
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| *[http://www.dreamed-diabetes.com/technology DreaMed Diabetes]: $5.3M raised from Medtronic. Closed-loop insulin delivery tech. CE mark for artificial pancreas.
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| *[https://roamanalytics.com Roam Analytics]: ML platform for various applications in healthcare. $21M raised.
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| *[https://www.hindsait.com/ Hindsait]: Various applications of NLP, ML in Healthcare. Unknown funding.
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| *[http://www.precisionhealth.ai/product-and-solution.html Precision Health AI]: $20M Series A in 2017. Oncology treatment focus.
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| *[http://carta.healthcare/ Carta]: ML-based predictive models off of EHR data. Inpatient-focused. Funded by AMV.
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| *[http://www.eko.ai Eko.ai]: Stealth but something around Echocardiograms. Singapore.
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| *[http://www.vitaler.com Vital ER]: AI-based ED operational flow insights (predict admissions, staffing needs, etc). Led by ex-Founder of Mint.com Aaron Patzer. $5.2M seed. DFJ, First Round. New Zealand based. Collaborate with Emory University.
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| *[http://www.care.ai Care.AI]: IoT platform, focused on ROI-based use cases like hand sanitization, falls, pressure ulcers. Make their own hardware. based on Google Coral toolkit.
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| *[https://closedloop.ai/solutions/ ClosedLoop.AI]: Data science platform for healthcare. Model build/deployment made easier.
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| *[http://www.owkin.com Owkin]: Applying federated learning to medical research. $18M Series A. GV backed. European team/founders, but based in NYC.
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